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專任教授


姓名

林政宏

職稱

副教授兼系主任

02-7749-3530 / 02-7749-3432

brucelin@ntnu.edu.tw

個人網站

研究專長

平行程式設計、圖形處理器程式設計、深度學習、物聯網

研究成果

著作

  1. 2020. Sensors . Iterative Pose Refinement for Object Pose Estimation Based on RGBD Data.
  2. 2019. IEEE Access. Heterogeneous Implementation of a Novel Indirect Visual Odometry System.
  3. 2018. IEEE Transactions on Very Large Scale Integration (VLSI) Systems. An Adaptive Mechanism for Designing Efficient Snoop Filters.
  4. 2017. IEEE Transactions on Parallel and Distributed Systems. Perfect Hashing Based Parallel Algorithms for Multiple String Matching on Graphic Processing Units.
  5. 2013. IEEE Transactions on Computers. Accelerating Pattern Matching Using a Novel Parallel Algorithm on GPUs.
  6. 2011. IEEE Transactions on Very Large Scale Integration (VLSI) Systems. Efficient Pattern Matching Algorithm for Memory Architecture.
  7. 2007. IEEE Transactions on Very Large Scale Integration (VLSI) Systems. Optimization of Pattern Matching Circuits for Regular Expression on FPGA.

  1. Optimization of String Matching Algorithm on GPU. 必填欄位. 21st VLSI Design/CAD Symposium.
  2. Optimization of Pattern Matching Circuits for Network Intrusion Detection System. 必填欄位. 17th VLSI Design/CAD Symposium.
  3. A License Plate Recognition System for Severe Tilt Angles Using Mask R-CNN. 2019/08/26. IEEE International Conference on Advanced Mechatronic Systems (IEEE ICAMechS 2019).
  4. A Lightweight, High-Performance Multi-Angle License Plate Recognition Model. 2019/08/26. IEEE International Conference on Advanced Mechatronic Systems (IEEE ICAMechS 2019).
  5. A Novel Campus Navigation APP with Augmented Reality and Deep Learning. 2018/04/13. IEEE ICASI 2018.
  6. An Efficient License Plate Recognition System Using Convolution Neural Networks. 2018/04/13. IEEE International Conference on Applied System Innovation (IEEE ICASI 2018).
  7. A Novel Hierarchical Parallelism for Accelerating NIDS Using GPUs. 2018/04/13. IEEE International Conference on Applied System Innovation (IEEE ICASI 2018).
  8. A Novel Parallel Dual-Character String Matching Algorithm on Graphical Processing Units. 2017/08/21. 17th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP-2017).
  9. A Hierarchical License Plate Recognition System Using Supervised K-means and Support Vector Machine. 2017/05/13. IEEE International Conference on Applied System Innovation (IEEE ICASI 2017).
  10. Acceleration of the Transformation from Elliptic Omnidirectional Images to Panoramic Images Using Graphic Processing Units. 2016/05/27. IEEE ICCE-Taiwan.
  11. High-Performance Parallel Location-Aware Algorithms for Approximate String Matching on GPUs. 2015/12/14. The 21st IEEE International Conference on Parallel and Distributed Systems.
  12. Accelerating Bit-Parallel Algorithm for Approximate String Matching Using GPUs. 2014/08/05. 第25屆超大型積體電路設計暨計算機輔助設計技術研討會.
  13. Hierarchical Parallelism of Bit-Parallel Algorithm for Approximate String Matching on GPUs. 2014/07/26. IEEE Symposium on Computer Applications and Communications (SCAC 2014).
  14. PFAC Library: GPU-based string matching algorithm. 2012/05/14. GPU Technology Conference (GTC 2012).
  15. Memory-Efficient Pattern Matching Architectures Using Perfect Hashing on Graphic Processing Units. 2012/03/25. 31st Annual IEEE International Conference on Computer Communications (IEEE INFOCOM 2012).
  16. Accelerating Regular Expression Matching Using Hierarchical Parallel Machines on GPU. 2011/12/05. IEEE GLOBECOM 2011.
  17. A Novel Hierarchical Machines Algorithm for Accelerating Regular Expression Matching on GPU. 2011/08/02. 22nd VLSI Design/CAD Symposium.
  18. Accelerating String Matching Using Multi-threaded Algorithm on GPU. 2010/12/06. IEEE GLOBAL COMMUNICATIONS CONFERENCE (IEEE GLOBECOM 2010).
  19. Design and Verification for Dual Issue Digital Signal Processor. 2009/11/22. International SOC Design Conference (ISOCC).
  20. Hybrid Memory Architecture for Regular Expression Matching. 2009/08/02. IEEE International Midwest Symposium on Circuits and Systems (MWSCAS).
  21. Hierarchical State Machine Architecture for Regular Expression Pattern Matching. 2009/05/10. ACM Great Lakes Symposium on VLSI (GLSVLSI).
  22. Optimization of Pattern Matching Algorithm for Memory Based Architecture. 2007/12/03. ACM/IEEE Symposium on Architectures for Networking and Communications Systems (ANCS).
  23. Intelligent Random Vector Generator Based on Probability Analysis of Circuit. 2007/03/26. International Symposium on Quality Electronic Design (ISQED).
  24. Optimization of Regular Expression Pattern Matching Circuits on FPGA. 2006/03/06. IEEE/ACM Design, Automation and Test in Europe (DATE).
  25. Biased Random Vector Generator based on Circuit Structure. 2005/08/09. 16st VLSI Design/CAD Symposium.
  26. Design and Design Automation of Rectification Logic for Engineering Change. 2005/01/18. IEEE/ACM Asia South Pacific Design Automation (ASPDAC).

研究計畫

  1. 2020. 用於動作識別之非監督式視覺表示學習架構.
  2. 2018. 平行多字元字串比對演算法研發.
  3. 2017. 使用高度平行演算法加速開源的網路入侵偵測系統SNORT.
  4. 2014. 實現於圖形處理器之多樣式近似字串比對演算法之記憶體優化技術.
  5. 2013. 發展以圖形處理器為基礎之高效能近似字串比對平行演算法.
  6. 2012. 以完美雜湊優化樣式比對記憶體架構設計.
  7. 2011. 實現於多核心圖形處理器之平行樣式比對演算法的效能導向最佳化技術研究.
  8. 2010. 以多核心圖形處理器為基礎之並行化正規表示樣式比對演算法與架構設計(II).
  9. 2009. 以多核心圖形處理器為基礎之並行化正規表示樣式比對演算法與架構設計(I).
  10. 2008. 正規表示法樣式比對之演算法與硬體架構設計.

  1. 2019. 正能光電智能物聯網.
  2. 2018. 雲端能源監控系統感測器之軟體設計與測試.
  3. 2017. 遠端能源監控系統之感測器軟體設計與開發.
  4. 2017. 遠端能源監控系統軟體優化.
  5. 2016. 智慧電子研發成果橋接計畫學界研發成果盤點分析委託案.

  1. 2010. 新任教師之專題研究費.
  2. 2009. 新任教師之專題研究費.
  3. 2008. 新任教師之專題研究費.

  1. 2016. 高效能位置檢知之平行近似字串比對演算法設計.

其他

  1. 2011台灣CUDA程式設計比賽. 2011/09/22. CUDA程式設計比賽. 其他.
  2. 2011台灣CUDA程式設計比賽. 2011/09/22. CUDA程式設計比賽. 其他.
  3. 教育部積體電路電腦輔助設計軟體製作競賽. 2004/7/9. 積體電路. 第三等/第三名或等同.
  4. 教育部積體電路設計競賽. 2004/07/09. 積體電路. 第三等/第三名或等同.